def side_by_side(self, user_range):
records = select_experiment_records(user_range,
self.exp_record_dict,
flat=True)
print side_by_side([get_record_full_string(rec) for rec in records],
max_linewidth=128)
_warn_with_prompt(use_prompt=not self.close_after)
def side_by_side(self, user_range):
record_ids = select_experiment_records(user_range,
self.exp_record_dict,
flat=True)
records = [ExperimentRecord.from_identifier(rid) for rid in record_ids]
texts = [
'{title}\n{sep}\n{info}\n{sep}\n{output}\n{sep}'.format(
title=rid,
sep='=' * len(rid),
info=record.info.get_text(),
output=record.get_log())
for rid, record in zip(record_ids, records)
]
print side_by_side(texts, max_linewidth=128)
_warn_with_prompt()
def test_side_by_side():
print 'String 1:\n{}'.format(str1)
print 'String 2:\n{}'.format(str2)
out = side_by_side([str1, str2])
print 'Side by side:\n{}'.format(out)
def show_experiment_records(records, parallel_text=None, hang_notice = None, show_logs=True, truncate_logs=None, truncate_result=10000, header_width=100, show_result ='deep', hang=True):
"""
Show the console logs, figures, and results of a collection of experiments.
:param records:
:param parallel_text:
:param hang_notice:
:return:
"""
if isinstance(records, ExperimentRecord):
records = [records]
if parallel_text is None:
parallel_text = len(records)>1
if len(records)==0:
print '... No records to show ...'
else:
strings = [get_record_full_string(rec, show_logs=show_logs, show_result=show_result, truncate_logs=truncate_logs,
truncate_result=truncate_result, header_width=header_width, include_bottom_border=False) for rec in records]
has_matplotlib_figures = any(loc.endswith('.pkl') for rec in records for loc in rec.get_figure_locs())
if has_matplotlib_figures:
from matplotlib import pyplot as plt
from artemis.plotting.saving_plots import interactive_matplotlib_context
for rec in records:
rec.show_figures(hang=False)
if hang_notice is not None:
print hang_notice
with interactive_matplotlib_context(not hang):
plt.show()
if any(rec.get_experiment().display_function is not None for rec in records):
from artemis.plotting.saving_plots import interactive_matplotlib_context
with interactive_matplotlib_context():
for i, rec in enumerate(records):
with CaptureStdOut(print_to_console=False) as cap:
display_experiment_record(rec)
if cap != '':
# strings[i] += '{subborder} Result Display {subborder}\n{out} \n{border}'.format(subborder='-'*20, out=cap.read(), border='='*50)
strings[i] += section_with_header('Result Display', cap.read(), width=header_width, bottom_char='=')
if parallel_text:
print side_by_side(strings, max_linewidth=128)
else:
for string in strings:
print string
return has_matplotlib_figures
def test_side_by_side():
print('String 1:\n{}'.format(str1))
print('String 2:\n{}'.format(str2))
out = side_by_side([str1, str2])
print('Side by side:\n{}'.format(out))
assert out==desired # Would work but pycharm automatically trims trailing spaces from the strings defined av
def compare_experiment_records(records,
parallel_text=None,
show_logs=True,
truncate_logs=None,
truncate_result=10000,
header_width=100,
max_linewidth=128,
show_result='deep'):
"""
Show the console logs, figures, and results of a collection of experiments.
:param records:
:param parallel_text:
:param hang_notice:
:return:
"""
if isinstance(records, ExperimentRecord):
records = [records]
if parallel_text is None:
parallel_text = len(records) > 1
if len(records) == 0:
print('... No records to show ...')
return
else:
records_sections = [
get_record_full_string(rec,
show_logs=show_logs,
show_result=show_result,
truncate_logs=truncate_logs,
truncate_result=truncate_result,
header_width=header_width,
include_bottom_border=False,
return_list=True) for rec in records
]
if parallel_text:
full_string = '\n'.join(
side_by_side(records_section, max_linewidth=max_linewidth)
for records_section in zip(*records_sections))
else:
full_string = '\n'.join('\n'.join(record_sections)
for record_sections in records_sections)
print(full_string)
has_matplotlib_figures = any(
loc.endswith('.pkl') for rec in records
for loc in rec.get_figure_locs())
if has_matplotlib_figures:
from artemis.plotting.manage_plotting import delay_show
with delay_show():
for rec in records:
rec.show_figures()
return has_matplotlib_figures
def compare_experiment_records(records, parallel_text=None, show_logs=True, truncate_logs=None,
truncate_result=10000, header_width=100, max_linewidth=128, show_result ='deep'):
"""
Show the console logs, figures, and results of a collection of experiments.
:param records:
:param parallel_text:
:param hang_notice:
:return:
"""
if isinstance(records, ExperimentRecord):
records = [records]
if parallel_text is None:
parallel_text = len(records)>1
if len(records)==0:
print('... No records to show ...')
return
else:
records_sections = [get_record_full_string(rec, show_logs=show_logs, show_result=show_result, truncate_logs=truncate_logs,
truncate_result=truncate_result, header_width=header_width, include_bottom_border=False, return_list=True) for rec in records]
if parallel_text:
full_string = '\n'.join(side_by_side(records_section, max_linewidth=max_linewidth) for records_section in zip(*records_sections))
else:
full_string = '\n'.join('\n'.join(record_sections) for record_sections in records_sections)
print(full_string)
has_matplotlib_figures = any(loc.endswith('.pkl') for rec in records for loc in rec.get_figure_locs())
if has_matplotlib_figures:
from artemis.plotting.manage_plotting import delay_show
with delay_show():
for rec in records:
rec.show_figures()
return has_matplotlib_figures
def side_by_side(self, user_range):
records = select_experiment_records(user_range, self.exp_record_dict, flat=True)
print(side_by_side([get_record_full_string(rec) for rec in records], max_linewidth=128))
_warn_with_prompt(use_prompt=False)